ANTI-AI ARCHIVE
ART-HISTORY NODE / 066 · 2019

Generating Diverse High-Fidelity Images with VQ-VAE-2

Generating Diverse High-Fidelity Images with VQ-VAE-2

Ali Razavi; Aaron van den Oord; Oriol Vinyals

Historical context & research account

VQ-VAE-2 combines hierarchical discrete latent variables with autoregressive priors to produce high-quality images for its period. It supplies technical background for approaches such as DALL·E, in which visual representations are tokenized and modeled within larger generative systems.

Dates & version record

Date displayed for this node:2019 · Date recorded in the research master:2019

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Original sources & further reading

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Generating Diverse High-Fidelity Images with VQ-VAE-2 ↗

Generating Diverse High-Fidelity Images with VQ-VAE-2

https://arxiv.org/abs/1906.00446

Current cited URL

Provenance, translation & verification

Archive node #066 · Historical node

Research masters & supplement references · 1

AI Art Genealogy Research Master · p. 20 · 066
Date as recorded: 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 ↗
Generating Diverse High-Fidelity Images with VQ-VAE-2

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ANTI-AI ARCHIVE. Generating Diverse High-Fidelity Images with VQ-VAE-2. Art-history node #066. https://salondesrefuses.cn/en/art-history/066

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